Ship the AI part of the product.
Most founders don’t need a head of AI. They need the one feature that makes the product feel inevitable. We come in for a sprint, ship it, and get out of the way.
We turn high-value workflows into production AI that actually runs. From first scope to deployment, one team owns the outcome end-to-end.
Eight disciplines, one team. You brief us once and we take it from strategy through to the on-call roster. No sub-contractors, no hand-offs, no new people six weeks in.
A seed-stage founder, a 50,000-person enterprise, and a state government don’t need the same contract. They do need the same level of seriousness. That’s what we bring.
Most founders don’t need a head of AI. They need the one feature that makes the product feel inevitable. We come in for a sprint, ship it, and get out of the way.
One team that owns strategy, engineering, operations and change management under a single contract. You stop chasing vendors. We stop the finger-pointing.
Procurement-compliant contracts. Sovereign-cloud or on-prem deployment. Multilingual voice. Policy-as-code. The kind of AI a secretary can actually defend.






























A single account across twenty districts of a Union Territory. Identity, entitlements, grievance redressal. Running on sovereign cloud.
India’s largest educational publisher. Live classes, workbooks and assessments, one dashboard each for teachers, parents and students.
A mobile trading flow for a top-five Indian bank. Eleven taps cut to three. Execution 76% faster. Order completion four times higher.
An admissions counsellor agent. Student shortlists, document checklists and outreach drafts. The counsellor approves, the agent does the typing.
Unified e-governance platform with AI-driven service analytics. Identity, entitlements, grievance redressal and service delivery under a single citizen account.
Strategic re-engineering of the mobile trading interface. Friction points removed, pre-trade checks parallelised, order-entry flow rebuilt from scratch.
Unified hub integrating live classes, digital content and assessments into a single dashboard for teachers, parents and students across India.
We’re not loyal to a vendor. We pick the layer that fits your outcome, your latency budget, and your security team. Every square below comes with evals and an owner.
We use the best model for each step, not the same one everywhere. A reasoning tier for hard calls, a fast tier for volume, a local fine-tune when privacy or cost demands it.
Chunking, hybrid search, re-ranking, freshness. The glamourless part that decides whether the agent sounds clever or like it’s hallucinating.
Hindi, Tamil, Kannada, Bengali, Marathi and nine more. Accents, background noise, barge-in. Telephony, web, on-device.
Planners, tool use, memory, guardrails, retries. Built so they can be paused, audited and rolled back. Not a demo notebook.
The warehouse, the pipelines, the lineage, the semantic layer. The thing that has to be right before anything downstream is worth shipping.
Offline suites, online A/B, red-team probes, trace-level debugging. Every deploy is scored before the CTO sees it.
AWS, GCP, Azure, a private VPC, or fully on-prem in a Tier-4 DC. Whatever the security team says, we can run it there.
Sub-500ms transport for voice and streamed tokens. Backpressure, retries, reconnection. The parts you don’t notice when they work.
Policy written as code. PII and PHI stripped before the prompt. An audit trail a regulator can read. This is a design input, not a Friday afternoon patch.
Four phases. Each has a gate, a dated deliverable and a named owner. The phase ends when the work is done, not when the timesheet says so.
Two weeks, sat next to your team. We read the tickets, map the workflows, interview the operators, and leave with a shortlist of use-cases ranked by payback and an honest list of what we’d stay away from.
The reference architecture. Models, data flow, deployment topology, evaluation harness, governance. Signed off by your security and legal before we write any code. This is the fastest way to avoid a rewrite later.
One squad, one accountable engineer per workstream, two-week sprints. We ship against acceptance criteria you agree before we start, not status updates we draft on a Friday.
We don’t leave a prototype on a shelf. We run the system with you. 24/7 pager, monthly model refresh, quarterly business review, an open Slack channel for as long as the numbers keep moving.
They scoped in two weeks and were in production in ten. Our underwriters close cases in under a day now, and the audit trail came built-in.
We tried three vendors before Safemode. They were the only ones who stayed on the phone at 2 a.m. when the pipeline broke - and then fixed it by morning.
The voice system handles calls in seven languages we used to triage by hand. Extension renewals that took nine days now take four hours.
Our operators are saving four drafting days a week. The models they shipped are the first ones that haven't quietly regressed in production.
They scoped in two weeks and were in production in ten. Our underwriters close cases in under a day now, and the audit trail came built-in.
We tried three vendors before Safemode. They were the only ones who stayed on the phone at 2 a.m. when the pipeline broke - and then fixed it by morning.
The voice system handles calls in seven languages we used to triage by hand. Extension renewals that took nine days now take four hours.
Our operators are saving four drafting days a week. The models they shipped are the first ones that haven't quietly regressed in production.
Thirty minutes with someone who’d be doing the work. No slide deck, no intake form. We’ll tell you what’s feasible, where you’ll hit friction, and what we’d pick up first.