ai-native engineering partner
We don't just write code. We make complexity resolve. We optimize what others ship.
Optilogix is a small, senior, AI-native team that turns tangled problems into optimized, shipped software. Deep specialisms in AI model training, code audits, custom pipelines, DevOps automation, cybersecurity, and tech due diligence. Measured by your outcome, not our hours.
// self-optimizing delivery pipeline
import { Engine } from "@optilogix/core";
const eng = new Engine({ model: "frontier", senior: true });
await eng.audit({ repo }); // 72h, not 6 months
const plan = await eng.plan({ outcome, fixedPrice: true });
await eng.ship({ plan, observe: "always-on" });
// → shipped. measured by your outcome, not our hours.core capabilities
Plug in a skill, or a whole squad.
Six core disciplines we deliver across every engagement, each engineered to optimize what you have and ship what you don't yet. Scroll down for our deep specialist domains.
Software Engineering
Full-stack product builds, platform work, and legacy modernization, shipped in short, visible cycles.
Explore Software Engineering ›AI & ML Engineering
LLM apps, agents, RAG, and applied ML, engineered into real products, not slide-ware demos.
Explore AI & ML Engineering ›Data & Analytics
Pipelines and platforms that turn scattered data into something you can actually act on.
Explore Data & Analytics ›QA & Test Automation
Automated suites, CI quality gates, and AI-assisted QA that catch regressions before users do.
Explore QA & Automation ›Cloud & DevOps
Cloud architecture, CI/CD, infra-as-code, observability, and relentless run-cost optimization.
Explore Cloud & DevOps ›Dedicated Teams
Embedded squads under your direction that scale up or down as your roadmap moves.
specialist domains
Where we go deeper than anyone else.
High-stakes, high-precision work for industries and problems where generic offshore teams fall short. These are the six domains we've invested in deeply, because the details matter and the margins for error don't exist.
AI Training Services
Fine-tune open-source and frontier models on proprietary, compliance-sensitive datasets. We embed domain expertise (clinical terminology, regulatory constraints, financial ontologies) directly into model behavior, not as afterthought prompts.
Explore AI Training Services ›Code Audits & Optimization
AI-driven analysis of legacy codebases to surface hidden bottlenecks, security debt, and performance drains. We produce an actionable remediation roadmap: not a 200-page PDF nobody reads, but a ranked, owner-assigned backlog you can act on Monday.
Explore AI Code Audits ›Custom AI Pipelines
Enterprise-grade AI data workflows built for mid-sized companies, without the hyperscaler price tag. Ingestion, transformation, vector storage, and inference pipelines that scale with your data and stay maintainable after we leave.
Explore Custom AI Pipelines ›DevOps as a Service (with AI)
Intelligent automation of deployments, monitoring, and auto-scaling using AI-native Kubernetes operators and observability tooling. We cut mean-time-to-recovery and eliminate the 3 a.m. on-call incidents that come from purely reactive runbooks.
Explore DevOps as a Service ›Cybersecurity via AI
ML-based threat detection systems trained on your environment's own telemetry, so anomalies are caught before they become incidents. We move beyond signature-matching to behavioral models that evolve with attackers.
Explore Cybersecurity via AI ›AI-Powered Tech Due Diligence
Automated audits of a target's full tech stack: architecture, code quality, security posture, scalability ceiling, and team capability - delivered at deal speed. Surface the hidden risks and opportunities that manual reviews miss in compressed timelines.
Explore AI Tech Due Diligence ›// results.log
Outcomes speak. Hours don't.
Eight clients. Eight verified results. Across six specialist domains. Filter by domain, or click any card for the full story.
"We'd spent 6 months trying to map our legacy codebase. Optilogix ran an AI audit and gave us a complete dependency map in 72 hours..."
"Our cloud bill was $4,200/month. Manual scaling ate 6 hours of SRE time weekly. After Optilogix built the AI-driven pipeline..."
"We needed a model fine-tuned on our clinical protocols but compliance was non-negotiable. Optilogix delivered..."
"I asked for enterprise-grade AI data pipelines on a mid-market budget. Optilogix delivered exactly that..."
"The AI threat detection system flagged anomalous behavior 11 days before our existing SIEM did..."
"Their AI audit surfaced $8.2M of hidden risk: a scalability cliff, two critical CVEs, and a compliance gap..."
"What sold me wasn't the pitch, it was the scoping call. They surfaced three contradictions in our own spec..."
"No ramp-up billing, no status theatre. Every sprint was transparent and every delivery was clean. Shipped in 6 weeks..."
// simulator.run
See the curve you're choosing.
Drag the sliders to model your engagement. We'll project the trajectory against a traditional team shape, using our verified outcome data as the model. Indicative - not a quote.
why optilogix
Built like a product team, not a body shop.
Most outsourcing slows you down with junior pyramids, opaque reporting, and hours-based incentives. We are engineered the opposite way.
AI-native throughput
What powers the product powers our delivery. We build AI into how we work, so a small senior team does the work of a large one.
Senior by default
Lean teams of experienced engineers who need little hand-holding, not layers of juniors billed by the hour.
Outcome ownership
We measure ourselves by your results and report transparently every sprint. No status theatre, no surprises.
Optimization-first
Every cycle removes waste: leaner code, faster delivery, lower run cost. Optimization is the job, not a footnote.
Your IP, your control
You keep your repos, your cloud, and clean handover at every step. A partner, never a lock-in.
Truth over assumptions
Real data, real contracts, and the hard contradictions surfaced early, before they become expensive rework.
// before / after — what an Optilogix audit does to a codebase
how we work
Complexity in, shipped software out. Five moves.
A delivery rhythm designed to stay visible and remove waste at every step.
Discover
Map the problem, constraints, and the metrics that define success.
Outcome: a one-page brief with success metrics, hard constraints, and the single most expensive assumption to test first.
Design
Architecture and a lean plan: real contracts, no mock-ups.
Outcome: a target architecture, interface contracts, and a fixed-price quote you can take to your board the same day.
Build
Senior squads ship in short cycles you can see and steer.
Outcome: working software in your environment every sprint, with transparent demos and no status theatre.
Optimize
Quality gates and AI-assisted QA remove waste each iteration.
Outcome: automated regression suites, CI quality gates, and a measurably leaner codebase every cycle.
Scale
The team flexes with your roadmap: up, down, or onward.
Outcome: a team shape that tracks your roadmap, clean handover docs, and zero lock-in when you choose to bring it in-house.
operating principles
Six values we actually run on.
Not wall art. The rules behind every engagement.
Optimize relentlessly
Every cycle should leave the work leaner than it found it: less waste, less code, lower cost to run.
Own the outcome
We measure ourselves by what you achieve, not the hours we bill.
Build on truth
Real data, real contracts, no mock-ups standing in for reality. We surface hard contradictions early.
Be AI-native
We use the best tools, AI included, to multiply what a small senior team can do.
Communicate plainly
Rigorous logic, stated simply. You always know exactly where things stand.
Earn trust every sprint
Reliability compounds. We guard your IP, time, and confidence as our own.
about
Founded by engineers who got tired of slow delivery.
Optilogix was started by engineering leaders who spent years building AI-first products in demanding, regulated domains, and saw first-hand how much delivery slows when teams aren't senior, aren't accountable, and aren't using modern tools.
We built the partner we wished we'd had: small, senior, AI-native teams that optimize relentlessly and own the result. Our distributed team keeps daily overlap with US Eastern, US Pacific, and UK working hours — based in India, priced accordingly, with clean handover and your IP always yours, under your jurisdiction.
Talk to the founders →What powers the product should power the delivery. We bring the same optimization to how we work as to what we ship.
get started
Let's make your delivery resolve.
Tell us what you're building. We'll come back within one business day with how we'd approach it. Engagements quoted in USD or GBP, contracts under your preferred jurisdiction, NDA standard, IP fully yours.
// enquiry received ✓
Thanks, we got your message.
We'll review what you sent and reply within one business day with how we'd approach your project.
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prefer email? → hello@optilogix.solutions
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