Wall 01
Ranking is a vendor's black box.
You cannot tell why the wrong document came back. Your compliance team has been told "we'll add it to the backlog" for two years.
Our Mission
Reclaim time. Unlock potential.
Sparcle exists for one reason: to give every organization the freedom to use AI on their own terms — without vendor lock-in, without compromising data privacy, and without surrendering control of their intellectual property.
“Your workforce burns ~5 weeks per year reorienting after interruptions.”
Knowledge workers today juggle dozens of applications, losing hours every day to context switching and tool hopping. The same shape of risk hits every enterprise that takes IP seriously — competitive intelligence, proprietary research, customer data, internal strategy. It hits hardest in regulated industries — healthcare, financial services, defense, legal — where sending data to external clouds isn't just a preference. So we built for the hardest case, and the solution fits both.
We believe AI governance, data sovereignty, and employee data privacy are not optional features — they are the foundation. We built Bolt, an enterprise AI operating system, and Aeira, an ACL-aware enterprise index, so every enterprise — from the $10 trillion regulated economy to any organization that takes IP and data seriously — can adopt AI fully, keep compliance in their own hands, and change their underlying model at any time — without their employees noticing, and without their data moving.
We also believe every regulated vertical has its own honest definition of authoritative — and every competitor forces them to use the vendor's definition. So we built the Authority Policy SDK: customer-extensible trust scoring that sits on top of the ACL, runs inside your perimeter, and ships in Rust or YAML config. Default, Regulated, and Healthcare reference packs in the box. Customers write their own — or stack on top. Your search. Your policy. Your code.
No replacement. No migration. No lock-in. No compromise.
What we solve
The three walls every enterprise hits.
The pain is real. The cost is hidden in delayed decisions, wrong answers, and policy violations nobody saw coming.
Wall 02
Your data leaves your perimeter.
Sensitive documents get indexed in someone else's cloud and ranked by someone else's algorithm. Your CISO has no audit chain to point to.
Wall 03
Your teams cannot find what they need.
Hundreds of tabs open. The right answer is in one of them. Nobody finds it when they need it. Decisions get made on what is already stale.
Built & Deployed
Real product. Real metrics.
Production-grade systems deployed today. These numbers reflect running code, real integrations, and a patent-pending architecture.
8
Security Pipeline Layers
Identity validation, PII masking at the LLM boundary, policy guardrails, and audit logging. Plus, in self-hosted-inference mode your prompts never leave your private Azure / AWS network.
100+
Enterprise Integrations
Microsoft 365, Google Workspace, Zoho, Slack, GitHub, Jira, Salesforce, Confluence, ServiceNow — via open MCP, not proprietary APIs. Auth works with any OIDC IdP. No migration. No lock-in.
Your IP.
Always Protected
Your data, your employees' information, and your organization's IP — protected at every layer of Bolt's architecture, regardless of which AI model you use.
Same-day
Time to Deploy
Connect your IdP, configure your MCP servers, and deploy Bolt — no migration, no retraining. Production-ready architecture for fast onboarding.
Any LLM
Model-Agnostic by Design
Switch providers anytime — OpenAI, Anthropic, Ollama, or your own fine-tuned model. Employees see no change. Data posture doesn't move.
BYOK
Zero Token Markup
Bring your own API keys; burn down your existing cloud compute commits without per-token surcharge. Eliminate context-switching across your stack and reclaim productive time.
Governance plane
Your organization stays in control.
Define your business rules once. Bolt and Aeira enforce them across every query, every agent, every model, every source.
Dimension 01
Who sees what.
Per-role data access enforced at the database, not the answer. Identity reads first; documents read second.
Dimension 02
Which LLM each role uses.
Local for sensitive workloads, hosted for the rest. Switch any time. Your model, your boundary.
Dimension 03
Which MCP tools are allowed.
Allowlist per role, per integration. Engineering can call GitHub; Finance cannot. Finance can call NetSuite; Engineering cannot.
Dimension 04
Which agents can run.
Sub-agent gating per role and per scope. SOC triage stays inside Security. Forecast stays inside Finance.
Dimension 05
Which sources are in bounds.
Source-level allowlisting per audience. Contractors see project corpus, not HR comp data.
Dimension 06
Every change recorded.
Policy updates land in the same tamper-evident audit chain. The auditor sees who changed what and when.
The outcome
What buyers, auditors, and your team actually feel.
The launcher pays for itself before AI fires. The trust layer keeps the answer defensible. The audit chain proves it.
Hours
Time reclaimed
Launcher utilities save hours per person per week before AI fires. The product earns its keep before the LLM bill starts.
Prevented
Policy violations stopped
ACL pre-filter blocks cross-role exposure at the database. Not detected after; prevented before.
Hidden
PII masked at the LLM boundary
Deterministic tokens replace private values before any LLM call; restoration happens on the return path. In Mode A and Mode B the prompt stays inside your perimeter; in Mode C the masked form leaves while the unmasked record stays in your audit log.
Bounded
Spend contained
20+ utilities and 20+ scopes cost zero tokens. AI fires only when reasoning is genuinely needed.
Enforced
Compliance met
Role, model, and source governance enforced automatically. Your rules become your guardrails.
Sealed
Audit evidence preserved
Tamper-evident Merkle chain ready when the regulator calls. No "trust our SOC report."
See Bolt run inside your perimeter on your data.
Schedule a 30-minute technical walkthrough with our team. We'll show you how Bolt and Aeira work with your existing systems — no slides, just a live demo.