Most teams have generic chat copilots that summarize content. We build agents that actually do the work — read your inbox, run your CRM, ship code, and close tickets. Production-grade, observable, with safety rails on every step.
Why teams choose us.
Model-Agnostic Expertise
We pick the right model per task — frontier APIs, fine-tuned open-weights, or hybrid. No vendor lock-in.
Safety & Guardrails First
Eval harnesses, prompt-injection defenses, PII redaction, and human-in-the-loop wherever it matters.
Fast Time to Value
Working prototype in 2 weeks, production deployment in 4–8 weeks. Weekly demos so you steer.
Measurable ROI
Every agent ships with metrics — cycle-time saved, deflection rate, $/task. We instrument the win.
The full menu.
Custom AI Agents & Copilots
- Multi-step planners with tool use
- Memory + context management
- Voice + chat interfaces
- Slack, email, web embeds
RAG & Knowledge Systems
- Document ingestion pipelines
- Hybrid keyword + vector search
- Citation-grounded answers
- Re-ranking + freshness controls
LLM API & Tool Integration
- OpenAI, Anthropic, Gemini, Llama, Mistral
- Function calling + structured outputs
- Streaming + caching
- Cost + latency observability
Workflow Automation (n8n / LangGraph)
- Event-driven orchestration
- Human approval gates
- Retry + fallback logic
- Audit trails for every run
LLM Ops & Evaluation
- Eval harnesses + golden-set tracking
- A/B model comparisons
- Drift + regression alerts
- Prompt-injection red-teaming
Secure Build Tier (from $8,500/mo)
- Design-time threat model + blast-radius review
- Tool-permission scoping, least-privilege agents
- Adversarial eval suite running in your CI
- Security handover pack for buyer questionnaires
Our process.
Discovery & Use Case Mapping
We map the workflow you want to automate. Score it on ROI, risk, and feasibility before building anything.
Architecture & Model Selection
Pick the model, vector DB, and orchestration layer. Lock the eval set so we know when we're done.
Build, Evaluate & Harden
Iterate weekly. Adversarial testing for prompt injection, PII leakage, and tool-misuse. No surprises in prod.
Deploy & Scale
Ship with monitoring. Track cost, latency, win rate. Quarterly model migrations baked in.
Shipped. Measured. Receipts kept.
AI customer-support agent for a B2B SaaS handled 73% of tier-1 tickets autonomously. Headcount reallocated to product work, not support backfill.
RAG-grounded sales-research agent shipped from spec to working demo in two weeks. Closed three enterprise deals on the back of the demo.
Cost-aware prompt design + GPT-3.5/GPT-4 mixed routing kept per-call cost under the unit-economics ceiling. Same quality as a GPT-4-only build at 4x the price.
What we build with.
Where we build agents, and where we don't
Agent work follows the data the agent can reach. The constraint is never the model — it is what the tool surface touches.
Full scope, including the Secure Build tier. Our MSA carries CCPA/CPRA service-provider clauses covering the twenty state privacy regimes now in force, none of which impose data localisation.
Two exclusions: no US federal, ITAR/EAR-controlled or CUI-touching systems, and no agent with access to protected health information unless your payer contracts expressly permit offshore processing.
Full scope for private-sector work. UK B2B services from a non-UK supplier are handled under the VAT reverse charge, and an outsourced service delivered from Mumbai sits outside IR35 where the contract is a genuine service rather than labour supply — which is how we write it.
Transfers run on the UK IDTA with a documented Transfer Risk Assessment, because India is not on the UK adequacy list. UK public sector is closed to us — see below.
Deliverable as a fixed-scope engineering project with pseudonymised or synthetic data in development environments. That is correct practice anyway and it collapses the transfer question.
India has no EU adequacy decision, so any engagement touching EU personal data needs SCC Module 2 plus a documented Transfer Impact Assessment. We do not sell EU AI Act high-risk readiness — those obligations are deferred to December 2027 and only Article 50 transparency is live.
Full scope on the mainland, and a close fit for the Secure Build tier — the DIFC's 2026 consultation on embedding AI safety in processing systems is the clearest agent-governance signal any regulator has issued.
Health data and Dubai government data carry hard in-country processing requirements and are closed to offshore delivery. Where a DIFC or ADGM entity is in scope, note that neither free zone lists India as an adequate jurisdiction, so Article 42 safeguards apply.
Every market position we hold, with the legal reason and the transfer mechanism, is on where we work.
Honest about who this is for.
This will be a fit.
- You have a real workflow to automate — not a vague 'we should do AI' mandate
- You can name the cost ceiling (per call, per user, per month)
- You want production-grade with evals and monitoring, not a demo
- You're OK with human-in-the-loop gates on destructive actions
Honestly — not our zone.
- —You want a chatbot that just answers FAQs (use Intercom Fin, not us)
- —You can't articulate the workflow or what success looks like
- —You expect AI to replace thinking, not augment it
Common questions, straight answers.
See Agentic AI Development in production
Audited engagements where this service shipped real outcomes — costs, timelines, and stacks documented.
One contract covers any of these.
Everything below runs on the same agreement, the same invoice and the same account team as Agentic AI Development.
Website Design & Branding
Brand-defining websites and visual identity systems built to convert visitors into customers.
WordPress & Webflow Dev
Production-grade websites and CMS solutions built to perform, rank, and convert.
Direct Hire
We source, vet, and shortlist senior engineers from a 100,000+ pool. You interview, offer, and own the employment.
Managed Growth
The whole digital operation for a business people physically visit — website built and maintained, SEO, AEO, GEO, Google Ads, email, campaigns, lead gen, and the automations behind them. One team, one fee, and ad spend passed through to the platforms at cost.
Graphic & Design Services
Brand systems, marketing collateral, and design-on-demand for product, social, and sales.
Compliance Readiness Assessment
A fixed-fee assessment of where you actually stand against SOC 2 or ISO 27001:2022, ending in a costed, sequenced remediation plan and a warm introduction to an auditor. We are not your auditor and legally cannot be — which is exactly why we can do this work.































